E2E Test Thinker
UniClipboard/UniClipboard
Analyze the current branch's diff against main and determine which changes are testable via CLI-based end-to-end tests.
A skill your agent uses when creating a test plan for a blast radius.
$ npx skills add withkynam/vibecode-pro-max-kit --skill vc-test-coverage-plan -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install withkynam/vibecode-pro-max-kit vc-test-coverage-plan --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/withkynam/vibecode-pro-max-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/vc-test-coverage-plan .claude/skills/vc-test-coverage-plan && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "vc-test-coverage-plan" agent skill from https://github.com/withkynam/vibecode-pro-max-kit/tree/main/.claude/skills/vc-test-coverage-plan into .claude/skills/vc-test-coverage-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vc-test-coverage-plan", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/withkynam/vibecode-pro-max-kit/tree/main/.claude/skills/vc-test-coverage-planType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add withkynam/vibecode-pro-max-kit --skill vc-test-coverage-plan -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install withkynam/vibecode-pro-max-kit vc-test-coverage-plan --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/withkynam/vibecode-pro-max-kit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/vc-test-coverage-plan .agents/skills/vc-test-coverage-plan && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "vc-test-coverage-plan" agent skill from https://github.com/withkynam/vibecode-pro-max-kit/tree/main/.claude/skills/vc-test-coverage-plan into .agents/skills/vc-test-coverage-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vc-test-coverage-plan", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add withkynam/vibecode-pro-max-kit --skill vc-test-coverage-plan -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install withkynam/vibecode-pro-max-kit vc-test-coverage-plan --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/withkynam/vibecode-pro-max-kit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/vc-test-coverage-plan .cursor/skills/vc-test-coverage-plan && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "vc-test-coverage-plan" agent skill from https://github.com/withkynam/vibecode-pro-max-kit/tree/main/.claude/skills/vc-test-coverage-plan into .cursor/skills/vc-test-coverage-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vc-test-coverage-plan", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/withkynam/vibecode-pro-max-kit.git --path .claude/skills/vc-test-coverage-plan--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add withkynam/vibecode-pro-max-kit --skill vc-test-coverage-plan -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install withkynam/vibecode-pro-max-kit vc-test-coverage-plan --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/withkynam/vibecode-pro-max-kit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/vc-test-coverage-plan .gemini/skills/vc-test-coverage-plan && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "vc-test-coverage-plan" agent skill from https://github.com/withkynam/vibecode-pro-max-kit/tree/main/.claude/skills/vc-test-coverage-plan into .gemini/skills/vc-test-coverage-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vc-test-coverage-plan", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install withkynam/vibecode-pro-max-kit vc-test-coverage-planInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add withkynam/vibecode-pro-max-kit --skill vc-test-coverage-plan -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/withkynam/vibecode-pro-max-kit.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/vc-test-coverage-plan .github/skills/vc-test-coverage-plan && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "vc-test-coverage-plan" agent skill from https://github.com/withkynam/vibecode-pro-max-kit/tree/main/.claude/skills/vc-test-coverage-plan into .github/skills/vc-test-coverage-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vc-test-coverage-plan", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add withkynam/vibecode-pro-max-kit --skill vc-test-coverage-plan -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install withkynam/vibecode-pro-max-kit vc-test-coverage-plan --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/withkynam/vibecode-pro-max-kit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/vc-test-coverage-plan .opencode/skills/vc-test-coverage-plan && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "vc-test-coverage-plan" agent skill from https://github.com/withkynam/vibecode-pro-max-kit/tree/main/.claude/skills/vc-test-coverage-plan into .opencode/skills/vc-test-coverage-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "vc-test-coverage-plan", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
vc-test-coverage-planA skill your agent uses when creating a test plan for a blast radius.
Vc Test Coverage Plan is an agent skill from withkynam/vibecode-pro-max-kit. Use when creating a test plan for a blast radius. Assigns all 4 tiers (fully-automated, hybrid, agent-probe, known-gap) with exact commands, what each proves, and gap resolution options.
Its SKILL.md is about 2.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts (for example `scripts/fixtures/validate-test-coverage-output/fail.md` and `scripts/fixtures/validate-test-coverage-output/pass.md`).
It sits in Testing & QA, covering Test coverage and Test generation. The repository describes itself as: Your AI forgets. This remembers. Spec-driven coding harness for vibecoders, product owners, CEOs and real builders — self-improving context memory, 15 agents, 33 skills working…. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 3bcb2f9. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 3 files in scripts/ (JavaScript), which the agent can run.
Shell commands in SKILL.md call:
pnpmbunnodeFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use pnpm, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Vc Test Coverage Plan loads about 2.8k tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 1,463 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from withkynam/vibecode-pro-max-kit at commit 3bcb2f9, republished under its MIT licence (© withkynam). 1,463 words, ~2,763 tokens.
.claude/skills/vc-test-coverage-plan/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Output style: Follow
process/development-protocols/communication-standards.md— answer-first, plain language, no unexplained jargon, TL;DR on long responses.
Generate a TDD-first full test plan per blast radius area. Assigns all 4 test tiers with exact commands, what each proves, what it does NOT prove, and explicit resolution options for every gap.
This skill is POST-decision: the design is already chosen and you are assigning
coverage tiers across a known blast radius. If instead an approach cannot be decided
because a runtime/library/external mechanism is unverified — that is a PRE-decision
question and belongs to vc-feasibility-test (a one-shot empirical probe producing a
VIABLE/NOT-VIABLE/INCONCLUSIVE VERDICT), run before SPEC/INNOVATE locks. Do not use
test tiers to answer "does this mechanism work at all?".
This skill MUST NOT infer tiers, commands, or runners from training data. Before reading the plan or naming a single area:
vc-context-discovery to load the relevant context group files.process/context/tests/all-tests.md and follow its downstream routing chain to the
relevant deeper test docs (tests/container-e2e.md, tests/browser-automation.md,
tests/live-e2e.md, etc.). The entry point is a router, not full knowledge — reading only
the router and skipping the chain is insufficient.Hard stop (mirrors vc-plan-agent TIER_ASSIGNMENTS_BLOCKED): if the all-tests.md routing
chain was not loaded, or existing blast-radius test files were not discovered, STOP and emit
TIER_ASSIGNMENTS_BLOCKED — report BLOCKED with "Test context chain not loaded; returning to
RESEARCH to load all-tests.md and discover existing test files. Do not generate tier assignments
from training data." Do NOT proceed to the waterfall. Every Command / Steps cell below must be
an exact command sourced from the loaded test context, never an inferred placeholder.
For each area in the plan's blast radius, assign a tier using this waterfall:
Fully-automated — if a deterministic command exists that exercises the area end-to-end
without human judgment. Must be runnable in CI without setup beyond env vars.
Examples: pnpm test, bun test, node validate-script.mjs, grep checks.
Hybrid — if the test requires a precondition (running container, live DB, specific env) that is not always available in CI, but the test itself is deterministic once set up. Record the precondition explicitly. Examples: container E2E tests, DB migration checks.
Agent probe — if the area requires judgment that cannot be mechanically asserted. Describe the probe scenario and what the agent should judge. Examples: UI visual regression, prose quality, API response plausibility.
Known gap — if no test exists and none can be added within the blast radius of this plan. Document the gap explicitly. Do not use this tier to avoid writing tests.
These classes always require at least a hybrid test gate (no known-gap allowed without explicit documented rationale):
Required table format for high-risk class areas:
| Area | High-risk class | Minimum tier | Gap rationale if known-gap accepted |
|---|---|---|---|
| [e.g. Auth/identity flow] | auth/identity | Hybrid | [If known-gap: must state why hybrid is impossible and what alternative coverage exists] |
| [e.g. Billing credit deduction] | billing/credits | Hybrid | — |
When a hybrid test fails during or after EXECUTE:
Produce one block per area in the blast radius. Area = package, service, or logical surface (e.g. packages/api — new route, packages/ui — UI component).
Area: [package/service name]
| Tier | Scenario | Command / Steps | What it proves | What it does NOT prove |
|---|---|---|---|---|
| Fully-automated | [e.g. Route returns 200 with correct shape] | [exact command] exits 0 | [Specific outcome proved] | [Explicit gap] |
| Fully-automated | [e.g. Route returns 401 on missing token] | Same suite, auth-rejection case | [Specific outcome proved] | [Explicit gap] |
| Hybrid | [e.g. Integration with real DB] | [exact command] — precondition: [what must be running/set] | [Specific outcome proved] | [Explicit gap] |
| Agent probe | [e.g. Visual or behavioral judgment] | [Step-by-step scenario for the agent] | [What the agent judges] | [What cannot be automated] |
| Known-gap | [e.g. Load behavior under concurrent requests] | — | — | Cannot be tested within this plan's scope |
Rules:
— in the Command/Steps column and a brief reason in the "What it does NOT prove" column.[command] in a real output.After the per-area table, list every gap with four resolution choices:
| Gap | Resolution options |
|---|---|
| [Gap 1 description] | A) [Write new test — estimated effort]. B) [Set up infra — what and how]. C) [Accept as known-gap — rationale]. D) [Backlog artifact — what to create]. |
| [Gap 2 description] | A) [Option]. B) [Option]. C) [Option]. D) [Option]. |
Resolution option rules:
packages/api/src/__tests__/route-shape.test.ts").pnpm db:seed:test").prod-migration-smoke-test_NOTE_[date].md in process/features/development-process/backlog/").Areas with no coverage possible at any tier within this plan's scope:
| Area | Why untestable in this plan | Resolution chosen |
|---|---|---|
| [e.g. Production migration path] | Requires prod-like Postgres; outside phase scope | Backlog: [artifact name] |
| [e.g. Token expiry mid-session] | Requires Clerk test tenant with configurable JWT TTL | Backlog: [artifact name] |
| [e.g. Cross-instance isolation] | Requires 2+ live running instances | Deferred to [program/phase name] |
all-tests.md routing chain and discover existing blast-radius test files. If not loaded, emit TIER_ASSIGNMENTS_BLOCKED and STOP; do not continue.For every Fully-automated tier row in the per-area output table, append immediately after that row's 5-column entry an inline failing test skeleton in plain text:
Failing stub:
test("should [behavior from Scenario column]", () => {
throw new Error("NOT IMPLEMENTED — TDD stub for: [behavior]")
})Rules for the stub:
.test.ts file — do not write it to disk during VALIDATE or PLAN phase.Clarification note: vc-test-coverage-plan retains its exhaustive behavior-inventory framing —
"each row is a behavior to COVER, not a test to write upfront." The stubs make the coverage
intent machine-executable at EXECUTE time, not upfront test implementation. The four tier words
(Fully-automated / Hybrid / Agent-Probe / Known-Gap) remain verbatim; this requirement is additive
to the per-area output format.
This skill absorbs vc-test-tier-selector if that skill existed. If vc-test-tier-selector still exists on disk as a separate folder under .claude/skills/, treat this skill as its canonical replacement and note the duplication in the phase report. Do not route new work to vc-test-tier-selector.
© withkynam, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files (scripts) in .claude/skills/vc-test-coverage-plan of withkynam/vibecode-pro-max-kit.
Open the folder on GitHubat commit 3bcb2f9
Vc Test Coverage Plan next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Vc Test Coverage Plan this skillwithkynam/vibecode-pro-max-kit | 1.1k | — | ~2.8k | Automated safety check: Pass | MIT | |
| E2E Test ThinkerUniClipboard/UniClipboard | 1.9k | — | ~1.7k | Automated safety check: Pass | AGPL-3.0 | |
| Ralph Coveragejvm-skills/jvm-skills | 140 | — | ~683 | Automated safety check: Pass | Apache-2.0 | |
| Designing TestsCloudAI-X/opencode-workflow | 275 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Mutation Testingproffesor-for-testing/agentic-qe | 494 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Write Testsgnomeria/usbtree | 690 | — | ~622 | Automated safety check: Pass | MIT |
UniClipboard/UniClipboard
Analyze the current branch's diff against main and determine which changes are testable via CLI-based end-to-end tests.
jvm-skills/jvm-skills
Run Ralph in coverage mode — iteratively write tests for untested classes until coverage targets are met.
CloudAI-X/opencode-workflow
Guides test strategy, TDD/BDD approaches, test coverage planning, and testing best practices.
proffesor-for-testing/agentic-qe
Test quality validation through mutation testing, assessing test suite effectiveness by introducing code mutations and measuring kill rate.
gnomeria/usbtree
Author tests that match the repo's stack and existing test style, at the cheapest level that catches the regression.
jmagly/aiwg
Run mutation testing to validate test quality beyond code coverage.
withkynam/vibecode-pro-max-kit
Looks up library and framework documentation through Context7 first, with bundled Node scripts as a fallback that fetch and analyze llms.txt files.
withkynam/vibecode-pro-max-kit
Apply step-by-step analysis for complex problems with revision capability.
withkynam/vibecode-pro-max-kit
Drives a browser through the agent-browser CLI, using compact snapshots with element refs to keep context small in long sessions, plus video recording and cloud browsers.
withkynam/vibecode-pro-max-kit
Audits a project's context routing, skill discoverability and skill wiring by running a chain of validator scripts and fixing whatever they report.
withkynam/vibecode-pro-max-kit
Reviews a codebase's active plan files for staleness and completion, then archives only the ones confirmed done or obsolete against the real code.
withkynam/vibecode-pro-max-kit
Forces root-cause investigation before any fix, combining a four-phase debugging method with log, CI and performance investigation techniques and a rule against unverified completion claims.
Categories
A skill your agent uses when creating a test plan for a blast radius. Vc Test Coverage Plan is an agent skill from withkynam/vibecode-pro-max-kit. Use when creating a test plan for a blast radius.
Vc Test Coverage Plan fits situations like: creating a test plan for a blast radius; tasks that involve Test coverage; tasks that involve Test generation.
Run `npx skills add withkynam/vibecode-pro-max-kit --skill vc-test-coverage-plan -a claude-code`. Or copy the skill folder (.claude/skills/vc-test-coverage-plan in withkynam/vibecode-pro-max-kit) into .claude/skills/vc-test-coverage-plan in your project. Claude Code loads it when a task matches its description.
Run `npx skills add withkynam/vibecode-pro-max-kit --skill vc-test-coverage-plan -a codex`. Or copy the skill folder (.claude/skills/vc-test-coverage-plan in withkynam/vibecode-pro-max-kit) into .agents/skills/vc-test-coverage-plan in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add withkynam/vibecode-pro-max-kit --skill vc-test-coverage-plan -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/vc-test-coverage-plan, .gemini/skills/vc-test-coverage-plan, .github/skills/vc-test-coverage-plan and .opencode/skills/vc-test-coverage-plan in your project.
Going by SKILL.md and its folder, Vc Test Coverage Plan needs JavaScript for the scripts in its folder and the command-line tools its instructions call (pnpm, bun and node). Our summary lists: Node.js.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Vc Test Coverage Plan is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.8k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Vc Test Coverage Plan: E2E Test Thinker (UniClipboard/UniClipboard, 1.9k stars), Ralph Coverage (jvm-skills/jvm-skills, 140 stars), Designing Tests (CloudAI-X/opencode-workflow, 275 stars) and Mutation Testing (proffesor-for-testing/agentic-qe, 494 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
withkynam (a GitHub user) maintains it in withkynam/vibecode-pro-max-kit, which has 1,145 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on June 21, 2026.
Source: withkynam/vibecode-pro-max-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.